Senior Data Scientist
Role details
Job location
Tech stack
Job description
- Building ML models and deploying them to production on a giant scale to serve the following batch and online use-cases:
- Predicting mobile users' favorite apps based on their behavioral history
- Predicting the value of the users' in-app transactions for mobile app developers
- Optimizing our bidding prices in real-time auctions (RTB)
- Optimizing infrastructure utilization
- Detecting and eliminating fraud
- Contributing to prioritization of our ML work to deliver Product Roadmaps
- Performing investigations in the case of incidents and finding the root cause of the problems that may occur in our systems. This requires the ability to see the big picture of our products and systems and being able to use all the dependencies between them to find the least obvious reasons for the problems and fix them.
- Collaborating with other Data Scientists who work on ML models for our company
- Working with the following cutting-edge technologies:
- GCP/ Google Big Query
- Databricks and Spark
- Python, ML libraries
- PyTorch, PyTorch Lightning
- Experiment Management platforms such as: MLFLOW, Optuna
- Contributing to the development of ML Platform we are building with the goal to improve existing algorithms and build new solutions across DT Products
Requirements
- 3+ years of experience in data science / ML
- Experience within AdTech or Mobile Gaming industry - a strong advantage
- Good coding skills in Python and SQL
- Cloud computing, preferably GCP
- Familiarity with Spark and Databricks - a strong advantage
- Ability to work independently
- Ability to develop solutions that bring value to the company
- Self motivation to achieve something remarkable
- Bachelor degree in computer science, mathematics, or related field
- Proficient communication in English is a must
Benefits & conditions
_Join our team of ML and Data Science experts to solve complex problems and deploy cutting-edge solutions at scale. As a Senior Data Scientist, you will leverage our ML platform-handling TB datasets across 2B mobile devices-to optimize models and algorithms. This is a unique opportunity to directly influence product development and see the real monetary value of your experiments and optimizations in real-time.
Why Join Us? At Digital Turbine, we invest in our people. Join us and enjoy a premium compensation package including:
- Competitive salary and RSU program (stock options)
- A hybrid work model and a time-off policy to keep you refreshed
- Comprehensive family medical insurance and a flexible tech & wellness allowance
At Digital Turbine, we are committed to pay transparency and equitable compensation. The salary range for this position is 18,000 - 26,000 PLN gross/month.